agent-architecture-analysis

Detect 12-Factor Agent architecture compliance gaps in a codebase.

Updated Nov 3, 2025
One-click install
npx skills add https://github.com/ablassejr/dotfiles --skill agent-architecture-analysis-ablassejr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-architecture-analysis
Source: https://github.com/ablassejr/dotfiles/tree/main/dot_claude/skills/private_agent-architecture-analysis
Command: npx skills add https://github.com/ablassejr/dotfiles --skill agent-architecture-analysis-ablassejr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the evaluation of codebases against the 12-Factor Agent methodology, helping teams ensure robust, scalable agent architectures.

Core Features & Use Cases

  • Comprehensive factor-by-factor assessment covering suggestions, gaps, and compliance metrics.
  • Structured reporting suitable for audits of LLM-powered agents and agentic systems.
  • Use Case: When auditing a new agent framework to ensure alignment with 12-Factor principles.

Quick Start

Provide the codebase path to analyze and receive a structured compliance report.

Frequently Asked Questions about agent-architecture-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit my LLM agent codebase for 12-factor compliance?

To audit your LLM agent codebase for 12-factor compliance, provide the codebase path to receive a structured report. The analysis evaluates agentic applications factor-by-factor to identify architectural gaps and provide suggestions.

What is a 12-factor agent architecture review?

A 12-factor agent architecture review evaluates LLM-powered systems against the 12-factor methodology to ensure robust and scalable designs. It detects compliance gaps in a codebase and generates structured reports with actionable suggestions.

How do I check if my agentic application meets 12-factor methodology standards?

You can check if your agentic application meets 12-factor methodology standards by running an automated inspection framework. This enforces schema-validated tool calls and a step-by-step analysis across defined factors to produce compliance metrics.

Can I get a structured compliance report for my LLM-powered system?

Yes, you can get a structured compliance report for your LLM-powered system by analyzing your codebase. The review outputs structured findings suitable for audits, detailing factor-by-factor gaps, metrics, and suggestions.

Does the 12-factor architecture audit require any external dependencies?

No, the 12-factor architecture audit requires no external dependencies to run. It operates as a standalone inspection framework that analyzes your codebase path and validates tool calls internally to generate the compliance report.

What limitations exist when reviewing agent architectures against the 12-factor methodology?

The primary limitation when reviewing agent architectures is that the analysis is strictly bounded by the 12-factor methodology. It focuses on detecting compliance gaps and providing structured suggestions rather than rewriting non-compliant code.